吉林大学学报(工学版) ›› 2013, Vol. 43 ›› Issue (增刊1): 535-538.

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Optimization of functional asphalt pavement based on GA-ANN

MENG Fan-yu, PAN Xiao-dong   

  1. School of Transportation Engineering Tongji University, Shanghai 201804, China
  • Received:2012-03-04 Published:2013-06-01

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Abstract:

According to the comprehensive functional asphalt pavement performance requirements, by GA-ANN optimize mineral aggregate ratio of asphalt pavement was optimized using GA-ANN. A seties of factors such as asphalt mixture type of mineral aggregate, asphalt type, and fill plus were comprenensively surveyed. Evaluation indicators integrated dynamic stability as elegant residual stability, creep rate, friction coefficient and permeability coefficient, and porosity and other factors, which put forward the best strategies for optimizing functional asphalt pavement mineral aggregate ratio. Comprehensive evaluation results show that the scheme is feasible and effective, and to some extent, to meet the requirements of the cause of chinese road transport functional asphalt pavement material ratio.

Key words: road engineering, asphalt pavement, optimization, GA-ANN

CLC Number: 

  • U416.217

[1] 岳霞,张新天,高金岐. 功能性沥青路面面层材料组成正交试验分析[J].北京建筑工程学院学报,2007,23(4) :13-17. Yue Xia, Zhang Xin-tian, Gao Jin-qi. Orthogonal experiment study materials of composition of functional asphalt pavement[J]. Journal Beijing University of Civil Engineering and Architecture,2007, 23(4) :13-17.

[2] 吕伟民. 沥青混合料设计原理与方法[M]. 北京: 同济大学出版社,2001.

[3] 邹德宁,王鸿波,陈治毓. 基于GA-ANN的不锈钢复合板剪切强度优化模型研究[J]. 兵器材料科学与工程,2011,34(6): 14-18. Zou De-ning, Wang Hong-bo, Chen Zhi-yu. GA-ANN based shear strength for stainless stell clad sheets[J]. Ordnance Material Science and Engineering, 2011,34(6): 14-18.

[4] 刘丽,殷国富,周长春. 基于GA-ANN的绿色产品制造工艺多目标[J]. 武汉理工大学学报,2009,31(14): 126-129. Liu Li, Yin Guo-fu, Zhou Chang-chun. Multi-objective optimization of green products manufacturing process based on GA-ANN[J]. Journal of Wuhan University of Technology, 2009,31(14): 126-129.

[5] Tseng Hsien-Yu. Welding parameters optimization for economic design using approximation and genetic algorithm[J]. International Journal Advanced Manufacturing Technology, 2006, 27(9-10): 897-901.
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